MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 18701 |
This is a Model Context Protocol (MCP) server that gets answers from your Perfe…
|
B 73 4⁄3 | ||||||||
| 18702 |
Enables comprehensive management of CloudStack infrastructure through natural l…
|
B 73 4⁄4 | ||||||||
| 18703 |
A middleware to provide an openAI compatible endpoint that can call MCP tools
|
B 73 4⁄3 | ||||||||
| 18704 |
magpipe
Claim
Manage AI voice agents, calls, SMS, contacts, and phone numbers via Magpipe.
|
B 73 4⁄3 | ||||||||
| 18705 |
MCP File Browser Server
Claim
Enables Large Language Models to safely browse and interact with local file sys…
|
B 73 4⁄3 | ||||||||
| 18706 |
An MCP server that provides a local, persistent, self-maintaining knowledge bas…
|
B 73 4⁄3 | ||||||||
| 18707 |
Enables interaction with Datadog APIs through automatically generated tools fro…
|
B 73 4⁄4 | ||||||||
| 18708 |
Laravel Loop is a powerful Model Context Protocol (MCP) server designed specifi…
|
B 73 3⁄3 | ||||||||
| 18709 |
|
B 73 4⁄3 | ||||||||
| 18710 |
SeekChat
Claim
SeekChat supports MCP tool execution, enabling AI to directly control your comp…
|
B 73 4⁄3 | ||||||||
| 18711 |
SQL Server monitoring and diagnostics for AI agents using Extended Events. No O…
|
B 73 3⁄3 | ||||||||
| 18712 |
Implementation of MCP server for [Kestra](https://kestra.io) workflow orchestra…
|
B 73 4⁄4 | ||||||||
| 18713 |
Enables AI assistants to interact with Obsidian vaults through direct filesyste…
|
B 73 4⁄3 | ||||||||
| 18714 |
Unified MCP server for GitLab and Jira: manage projects, merge requests, files,…
|
B 73 4⁄4 | ||||||||
| 18715 |
A production-ready foundation for developing custom Model Context Protocol (MCP…
|
B 73 4⁄4 | ||||||||
| 18716 |
|
B 73 4⁄3 | ||||||||
| 18717 |
Enables complete RPG Maker MZ game development through MCP tools, including aut…
|
B 73 4⁄3 | ||||||||
| 18718 |
Modern, secure MCP server for accessing ZIM format knowledge bases offline. Ena…
|
B 73 4⁄3 | ||||||||
| 18719 |
scira-mcp-chat
Claim
A minimalistic MCP client with a good feature set.
|
B 73 4⁄3 | ||||||||
| 18720 |
Apache Doris MCP Server
|
B 73 4⁄3 | ||||||||
| 18721 |
gencodedoc
Claim
Versioning de code et génération de documentation intelligents. Supporte CLI, A…
|
B 73 4⁄3 | ||||||||
| 18722 |
MCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse,…
|
B 73 4⁄3 | ||||||||
| 18723 |
Enables reading, writing, and managing Google Sheets documents with support for…
|
B 73 4⁄4 | ||||||||
| 18724 |
Allow AI systems to list, search, upload, download, and manage files and folder…
|
B 73 4⁄3 | ||||||||
| 18725 |
Provides comprehensive color conversion, manipulation, analysis, and WCAG acces…
|
B 73 4⁄4 | ||||||||
| 18726 |
An employer-facing MCP server that enables hiring managers to post jobs, search…
|
B 73 4⁄4 | ||||||||
| 18727 |
A Model Context Protocol (MCP) server that provides persistent memory and conte…
|
B 73 4⁄4 | ||||||||
| 18728 |
Provides AI assistants with comprehensive access to n8n workflow automation pla…
|
B 73 4⁄4 | ||||||||
| 18729 |
mcptools
Claim
A command-line interface for interacting with MCP (Model Context Protocol) serv…
|
B 73 4⁄3 | ||||||||
| 18730 |
Geth MCP Proxy
Claim
Bridges Ethereum JSON-RPC queries from Geth nodes to the Model Context Protocol…
|
B 73 4⁄4 | ||||||||
| 18731 |
symfony-mcp-server
Claim
A Symfony package designed for building secure servers based on the Model Conte…
|
B 73 3⁄3 | ||||||||
| 18732 |
Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents
|
B 73 4⁄3 | ||||||||
| 18733 |
An MCP server that provides tools for parliamentary research by allowing users …
|
B 73 4⁄4 | ||||||||
| 18734 |
Effortlessly secure your AI agents and AI-powered workflows — from prototype to…
|
B 73 4⁄3 | ||||||||
| 18735 |
whmcs-mcp-server
Claim
MCP server to help manage a WHMCS installation.
|
B 73 4⁄4 | ||||||||
| 18736 |
MCP server for Webmin with 61 tools for Linux system administration: services, …
|
B 73 4⁄4 | ||||||||
| 18737 |
writbase
Claim
MCP-native task management for AI agent fleets with scoped permissions and prov…
|
B 73 4⁄4 | ||||||||
| 18738 |
ananke
Claim
The Visual Control Plane for MCP Servers & AI Skills.
|
B 73 3⁄3 | ||||||||
| 18739 |
mcpls
Claim
Universal MCP to LSP bridge - expose Language Server Protocol capabilities as M…
|
B 73 4⁄3 | ||||||||
| 18740 |
Quadruple consensus MCP server for code validation using Codex, Gemini, and Qwen
|
B 73 4⁄3 | ||||||||
| 18741 |
unreal-mcp
Claim
MCP server for Unreal Engine that uses Unreal Python Remote Execution
|
B 73 4⁄3 | ||||||||
| 18742 |
Enables AI agents like Claude and Cursor to directly query Google's NotebookLM …
|
B 73 4⁄3 | ||||||||
| 18743 |
Provides AI assistants with vector search and persistent memory capabilities us…
|
B 73 4⁄4 | ||||||||
| 18744 |
A production-ready MCP server that integrates OpenAI with FastAPI and Redis to …
|
B 73 4⁄3 | ||||||||
| 18745 |
Condition watcher for AI assistants — wait for ports, files, URLs, processes, a…
|
B 73 4⁄3 | ||||||||
| 18746 |
OpenMetadata
Claim
OpenMetadata is a unified metadata platform for data discovery, data observabil…
|
B 73 4⁄3 | ||||||||
| 18747 |
asc-mcp
Claim
App Store Connect API server with 208 tools for managing apps, builds, TestFlig…
|
B 73 3⁄3 | ||||||||
| 18748 |
Enables comprehensive management of Proxmox Virtual Environment through 35 tool…
|
B 73 4⁄4 | ||||||||
| 18749 |
Model Context Protocol Server for European Parliament Open Data
Providing AI as…
|
B 73 4⁄3 | ||||||||
| 18750 |
dvmcp
Claim
DVMCP is a bridge implementation that connects Model Context Protocol (MCP) ser…
|
B 73 4⁄3 | ||||||||